A scanning probe microscope is combined with a laser induced breakdown spectrometer to provide spatially resolved chemical analysis of the surface correlated with the surface topography. Topographical analysis is achieved by scanning a sharp probe across the sample at constant distance from the surface. chemical analysis is achieved by the means of laser induced breakdown spectroscopy by delivering pulsed laser radiation to the sample surface through the same sharp probe, and consequent collection and analysis of emission spectra from plasma generated on the sample by the laser radiation. The method comprises performing microtopographical analysis of the sample with a scanning probe, selecting a scanned topological site on the sample, generating a plasma plume at the selected scanned topological site, and measuring a spectrum of optical emission from the plasma at the selected scanned topological site. The apparatus comprises a scanning probe, a pulsed laser optically coupled to the probe, an optical spectrometer, and a controller coupled to the scanner, laser and spectrometer for controlling the operation of the scanner, laser and spectrometer. The probe and scanner are used for topographical profiling the sample. The probe is also used for laser radiation delivery to the sample for generating a plasma plume from the sample. optical emission from the plasma plume is collected and delivered to the optical spectrometer so that analysis of emission spectrum by the optical spectrometer allows for identification of chemical composition of the sample at user selected sites.
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20. A method for microanalyzing a material content and topography of a sample comprising:
performing microtopographical analysis of said sample with a scanning probe; selecting a scanned topological site on said sample; generating a plasma plume at said selected scanned topological site; and measuring a spectrum of optical emission from said plasma at said selected scanned topological site.
13. A method for analyzing a material content and topography of a sample comprising:
performing topographical analysis of said sample by bringing a probe into a distance feedback relationship with said sample; scanning said probe across said sample while maintaining constant separation between said probe and said sample; selecting a scanned topological site on said sample; emitting laser pulses from a pulsed laser; coupling said laser pulses into an optical fiber; delivering said laser pulses to said scanned topological site on said sample by means of said probe; generating a plasma from said scanned topological site; measuring a spectrum of optical emission from said plasma; and detecting specific chemical constituents by analyzing line features of said collected spectrum.
21. An apparatus for performing chemical and topographical analysis of a sample comprising:
a scanning probe; a scanner coupled to said scanning probe or adapted to be coupled to said sample for scanning said probe relative to said sample; a pulsed laser optically coupled to said probe; an optical spectrometer; a controller coupled to said scanner, laser and spectrometer for controlling the operation of said scanner, laser and spectrometer, said probe and scanner being used for topographical profiling said sample, said probe also being used for laser radiation delivery to said sample for generating a plasma plume from said sample; optical emission from said plasma plume being collected and delivered to said optical spectrometer so that analysis of emission spectrum by said optical spectrometer allows for identification of chemical composition of said sample at user selected sites.
1. An apparatus for performing chemical and topographical analysis of a sample comprising:
a probe proximal to said sample; a scanner coupled to said sample or probe for scanning said probe relative to said sample; a pulsed laser optically coupled to said probe; a light collector receiving light from said sample; an optical spectrometer optically coupled to said light collector; a controller coupled to said scanner, laser and spectrometer for controlling the operation of said scanner, laser and spectrometer, said probe and scanner being used for topographical profiling said sample, said probe also being used for laser radiation delivery to said sample for generating a plasma plume from said sample; optical emission from said plasma plume being collected by said light collector and delivered to said optical spectrometer, analysis of emission spectrum by said optical spectrometer allowing for identification of chemical composition of said sample at user selected sites.
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The present application is related to U.S. Provisional Patent Application serial no. 60/121,860, filed Feb. 26, 1999.
The U.S. Government has certain rights in this invention pursuant to Grant No. NAG5-7081 awarded by NASA.
1. Field Of The Invention
The present invention relates generally to the field of surface chemical and topographical analysis. Specifically, the present invention includes a method and apparatus for analyzing the surface of a material using a combination of a scanning probe microscope (SPM) and laser induced breakdown spectroscopy (LIBS).
2. Description of the Prior Art
Imaging of chemically inhomogeneous surfaces is a common analytical task. Depending on the nature of the sample, the characteristic size of analyzed features, and the type of information required, various methods are employed. The majority of currently available commercial instrumentation utilizes particle beams originating from a remote source to probe the local chemical environment on the sample. Particles in the beam can be electrons (electron microscopy, Auger microprobes), ions (secondary ion mass spectrometry), X-ray photons (X-ray fluorescence) and other sources. A review of these well established techniques is described by Vickerman, "Surface Analysis: the Principal Techniques," Chichester, N.Y., John Wiley (1997). Laser microanalysis methods are reviewed by Moenke-Blankenburg, "Laser Microanalysis," Chichester, N.Y., John Wiley (1989).
The last decade has seen a rapid rise of scanning probe microscopy, SPM, as a prominent and versatile approach for surface studies. SPM instruments are differentiated from the beam-based ones by the fact that they use solid proximal probes for localized analysis. The most commonly used SPM methodology is atomic force microscopy, AFM. In its basic implementation, AFM provides topographical information with nanometer resolution. The most common modifications of AFM allow the magnetic, electrostatic, and specific chemical environment to be examined. See, Takano et.al., "Chemical and Biochemical Analysis Using Scanning Force Microscopy," Chemical Reviews 99 (1999) 2845-2890. All of the AFM methods described are indirect or measure a variable other than the measured parameter, but which has some type of dependence on the parameter to be measured. However, there is no direct way today to perform general chemical analysis with AFM probes.
Near-field scanning optical microscopy, NSOM, is another variation of SPM where sharp tapered optical probes, such as fibers or micro pipettes, serve dual purposes, being proximal probes of sample topography, and providing the means for localized light delivery for optical studies with sub-wavelength spatial resolutions. Again, NSOM itself does not have a general chemical contrast capability. However, the capability to deliver light to localized area opens the way to a multitude of experiments that can be devised using different aspects of light interaction with the sample.
One approach in this family of light-based methods is laser induced breakdown spectroscopy, LIBS. LIBS is widely used to study elemental composition of samples by analyzing optical emissions from pulsed plasmas created by a focused laser beam. It was pioneered by Radziemski in the early eighties. See, Radziemski Anal. Chem., 55 (1983) 1246-2486. Other names which are sometimes used to describe essentially the same technique are laser induced plasma spectroscopy (LIPS) and laser spark spectroscopy (LASS). Song and co-authors have recently published a review of LIBS applications. See Song, et.al., Appl. Spec. Rev. 32 (1997) 183-235.
It is an object of the present invention to provide a method and apparatus for simultaneous topographical and chemical analysis with high spatial resolution.
Another object of the present invention is to provide a method and apparatus for chemical imaging which is easy and inexpensive to operate relative to the available instrumentation for chemical imaging.
Yet another object of the present invention is to provide a method and apparatus for chemical imaging capable of operation in ambient conditions as opposed to vacuum based analysis techniques.
Another object of the present invention is to provide a method and apparatus for chemical imaging which requires minimal to no sample preparation as opposed to extensive sample preparation routines in vacuum based chemical analysis methods.
The present invention involves the combination of scanning probe microscopy and laser induced breakdown spectroscopy to provide spatially resolved chemical analysis of the surface correlated with the surface topography. Topographical analysis is achieved by scanning a sharp probe across the sample at constant distance from the surface. Chemical analysis by the means of laser induced breakdown spectroscopy is achieved by delivering pulsed laser radiation to the sample surface through the same sharp probe, and consequent collection and analysis of emission spectra from plasma generated on the sample by the laser radiation.
The method of the present invention includes performing topographical scanning simultaneously with or followed by chemical analysis via scanning laser induce breakdown spectroscopy.
The apparatus of the present invention includes a scanning mechanism with a means of bringing a probe in the vicinity of a sample, probe, pulsed laser source, collection optics interfaced to an optical spectrometer, and electronics controlling the instrument.
The probe may be a solid fiber or a hollow pipette having a hollow tip. The probe may be coated with an opaque coating on the sides and having transparent face provided that the coating is durable enough to withstand the laser pulse delivered through the probe. If such coated probes are used then the operation of the instrument is similar to that of a near-field scanning probe microscope.
For uncoated probes, it is possible to create chemical sampling spot size on the order of the wavelength of laser radiation used for plasma generation. This determines spatial resolution of chemical imaging. For coated probes the analytical spot size may be smaller if the analysis is performed in the near field, i.e. at probe-sample separation smaller than the aperture of the transparent face of the probe. In this case the spatial resolution of chemical imaging will be determined by the size of the aperture, which can be several times smaller than the wavelength of laser light used for plasma generation. Unlike near field spectroscopy the preferred embodiment contemplates an uncoated probe so that light from all or most of the plasma plume can be received by the probe in those embodiments where the probe is also used as the receiving device. The emitted light from the plasma plume is characteristic of the material at the target site, which is spatially well defined. Therefore, unlike near field spectroscopy sensed light can be collected from the entire field of view without losing any spatial resolution of the chemical analysis.
This analytical method is very attractive because of its simplicity, speed, affordability with virtually no requirement for sample preparation if the study is conducted under ambient conditions. Combination of LIBS and scanning probe microscopy delivers a simple and elegant way to achieve chemical contrast to complement topographical studies performed by SPM.
More specifically, the invention comprises an apparatus for performing chemical and topographical analysis of a sample. The apparatus comprises a probe proximal to the sample, and a scanner coupled to the sample or probe for scanning the probe relative to the sample. A pulsed laser is optically coupled to the probe. A light collector receives light from the sample. An optical spectrometer is optically coupled to the light collector. A controller coupled to the scanner, laser and spectrometer controls the operation of the scanner, laser and spectrometer in a correlated, coordinated or synchronized fashion. The probe and scanner are used for topographical profiling the sample. The probe also is used for laser radiation delivery to the sample for generating a plasma plume from the sample. Optical emission from the plasma plume is collected by the light collector and delivered to the optical spectrometer. Analysis of emission spectrum by the optical spectrometer allows for identification of chemical composition of the sample at user selected sites.
In one embodiment the probe comprises a tapered end of an optical fiber. An opposing end of the optical fiber is coupled to the pulsed laser. In another embodiment the probe comprises a drawn microcapillary having a sub-micron size diameter and a distal end. The laser light is coupled into the probe by focusing the laser beam onto an optical fiber disposed in the distal end of the capillary. In this case the probe comprises an optical fiber and a drawn microcapillary having a sub-micron size diameter and a distal end. The laser light is coupled into the probe by coupling the light into the optical fiber. The optical fiber is disposed into the distal end of the capillary.
The scanner is a linearized scanner providing precise relative positioning of the probe and sample within a range of 1000×1000 micrometers. In this manner positioning of the probe for topological measurement and for chemical analysis at a selected site can be accurately made at different times.
In one embodiment the collector is comprised of a lens which collects the emitted light from the plasma plume created by the laser pulse. The emitted light then is delivered to the optical spectrometer. The apparatus may further comprise a mirror and the emitted light is delivered to the optical spectrometer by means of the mirror.
Alternatively, the apparatus further comprises a lens and an optic fiber. The emitted light is delivered to the optical spectrometer by means of direct imaging through a lens and optic fiber.
Still further apparatus further comprises an optical fiber and the emitted light is delivered to the optical spectrometer by means of the optical fiber.
In one embodiment the probe comprises a probe tip and an optical delivery path coupling the laser to the probe tip. The emitted light is collected by the same probe tip used for delivery of the laser pulse. The emitted light enters the probe tip and propagates along the optical delivery path in a direction opposite to delivery of light to the probe tip from the laser. The emitted light is delivered to the spectrometer.
The emitted light may be delivered to the spectrometer by means of a free space beamsplitter in the optical delivery path, or by means of a directional fiber coupler in the optical delivery path.
The invention is also characterized as a method for analyzing a material content and topography of a sample comprising the steps of performing topographical analysis of the sample by bringing a probe into a distance feedback relationship with the sample. The probe scans across the sample while maintaining constant separation between the probe and the sample. A scanned topological site on the sample is selected. Laser pulses are emitted from a pulsed laser. The laser pulses are coupled into an optical fiber. The laser pulses are delivered to the scanned topological site on the sample by means of the probe. A plasma is generated at the scanned topological site. A spectrum of optical emission from the plasma is measured. Specific chemical constituents are detected by analyzing line features of the collected spectrum.
The step of generating a plasma from the scanned topological site generates the plasma from the scanned topological site which is in the range of approximately 10 nm-2 μm diameter. The step of emitting laser pulses from a pulsed laser emits pulses with a pulse length from about 1 attosecond to about 1000 femtoseconds in duration.
The step of scanning the probe across the sample is in the form of a raster of pixels. A chemical analysis comprises generating a plasma from the scanned topological site, measuring a spectrum of optical emission from the plasma, and detecting specific chemical constituents by analyzing line features of the collected spectrum is performed in each pixel of the raster. The chemical composition of the sample is recorded for each pixel of the raster and a chemical map of the sample is produced. The measurement of the spectrum of optical emission from the plasma is performed after or acquired with a variable time delay of 100 ns-5 microseconds after delivering said laser pulses.
Although the method have been grammatically described above for the sake of ease in terms of steps it is to be expressly understood that the claimed invention is not limited by the "means" or "steps" restrictions of 35 USC 112. The invention having been briefly summarized, can now be better visualized by turning to the following drawings wherein like elements are reference by like numerals.
The invention and its various embodiments can better be understood by now turning to the detailed description of the preferred embodiments.
The method comprises performing microtopographical analysis of the sample with a scanning probe, selecting a scanned topological site on the sample, generating a plasma plume at the selected scanned topological site, and measuring a spectrum of optical emission from the plasma at the selected scanned topological site.
The apparatus comprises a scanning probe, a pulsed laser optically coupled to the probe, an optical spectrometer, and a controller coupled to the scanner, laser and spectrometer for controlling the operation of the scanner, laser and spectrometer. The probe and scanner are used for topographical profiling the sample. The probe is also used for laser radiation delivery to the sample for generating a plasma plume from the sample. Optical emission from the plasma plume is collected and delivered to the optical spectrometer so that analysis of emission spectrum by the optical spectrometer allows for identification of chemical composition of the sample at user selected sites.
In order to achieve spatially resolved chemical imaging, LIBS is combined with a shear-force fiber probe SPM in a single instrument which we refer to as scanning probe plasma analyzer, SPPA. A block diagram of the instrument is shown in FIG. 1. The instrument of
Probes 12 can be made by tapering an optical fiber to a sharp point or by thermomechanical drawing of a micropipette. Fiber tapering can be achieved by conventional chemical etchings or by thermo-mechanical drawing, as described by Betzig, Appl. Phys. Lett. 60 (1992) 2484-2486. Typical end radius of curvature of the probes is below 200 nm.
Shear force feedback is used for maintaining probe 12 at the constant separation from sample 10. This method is based on monitoring of mechanical oscillations of probe 12 excited by an external vibration source such as a piezoelectric transducer mechanically coupled either to probe 12 or sample 10. Such oscillations are damped when probe 12 is brought sufficiently close to sample 10, usually closer than 10 nm. Monitoring the changes in the oscillation parameters of probe 12, such as oscillation amplitude and phase, provides the means for controlling the separation between sample 10 and probe 12 and keeping the separation constant. Such a conventional method of positioning feedback was developed for early developments in the NSOM field.
The feedback for SPPA may be implemented by using any variation of the shear force method reported in the literature. Originally, Betzig implemented optical schemes: such as a separate laser for illuminating the apex of probe 12 from the side. The shadow formed by the tip of probe 12 was projected onto a split photodiode positioned behind the probe. The phase and amplitude of the diode output are to those of the probe's oscillation. Another family of shear force detection uses non-optical detection. Hsu has developed an impedance measurement based methods as described in Rev. Sci. Instrum. 66 (1995) 3177-3181. Karrai has suggested the use of piezoelectric tuning forks as detectors. See, Karrai et.al. Appl. Phys. Lett., 66 (1965) 1842-1844. Debarre et al. Rev. Sci. lnstr. 68 (1997) 4120-4123 describes the use of piezoelectric membranes for shear force detections. Any of these conventional feedback methods now known or later devised may be used for controlling the separation of probe 12 and sample 10.
After probe 12 is brought into a controlled distance from sample 10 with feedback, the scanning is performed by rastering probe 12 across sample 10, or sample 10 across probe 12. It preferable to use a highly linear scanning system which allows accurate registration of probe position relative to sample 10. Utilization of a linearized scanning system allows for reliable probe positioning on the topographical landscape for the purposes of chemical analysis of specific topographical features. If no linearization is implemented, then there is little possibility to perform chemical analysis of features "on demand", i.e. bringing the probe at specific locations of interest which are later selected by user on the basis of acquired topographical data.
An important part of the method is delivery of the pulsed optical radiation to sharp probe 12. Details of light coupling into probe 12 depend on the type of probe 12 utilized. If a sharp optical fiber probe 12 is used as diagrammatically depicted in
When a sufficient amount of laser power is delivered to sample 10, a hot plasma plume 42 is formed from the material of sample 10. Plume 42 emits light the spectrum of which is characteristic of chemical composition of sample 10. Typically plume 42 persist for the order of one or a few ps whereas the pulse from laser 16 may be 1-3 ns long. Part of this plasma emission is captured by light collection optics 18 and delivered to spectrograph 22 where the light is wavelength dispersed and the spectrum is recorded. The presence of characteristic emission lines in the spectrum allows to determine the presence of specific elements and molecules.
In one embodiment collection of the optical emission is accomplished by a lens 18 which images the plasma plume 42 on a face of an optical fiber 20, which in turn guides the light to spectrograph 22 as illustrated in
Some fraction of the emitted light enters probe 12 that delivered the light to the surface of sample 10, propagates along the path of the primary laser pulse although in the reverse direction. This effect is used in another embodiment of light collection where this back propagating light is delivered to spectrograph 22 by the means of a directional fiber optical splitter 44 illustrated in
The apparatus of the invention now having been generally described consider the methodology of its use. The experimental approach embodies the following steps.
1. Topographical analysis: A sharp optical probe 12 is brought into shear force feedback to maintain probe-sample separation and scanned at constant distance from the surface of sample 10 to examine the sample topography. No laser radiation is used in this analysis.
2. Chemical analysis: After features of interest are located in the topographical image, probe 12 is positioned and LIBS data recorded to provide chemical information to further characterize sample 10. When specific chemical signatures are observed, they can be monitored during a rescan of the surface to generate a spatially resolved image of the identified species.
The method may be conducted in ambient conditions as well as in a controlled atmosphere or vacuum chamber. There are no specific requirements for sample preparation for LIBS studies. For topographical analysis, the sample should be flat enough to accommodate the specific requirements of the scanning system employed.
Interaction of the laser radiation with sample 10 and formation of the plasma plume 42 damages sample 10. A crater is usually formed in a location where the light pulse is delivered. Such cratering should be minimized in order to achieve best possible resolution of chemical imaging. Crater size is decreased by controlling the amount of laser radiation delivered to sample 10. This can be done by attenuating the laser beam before it enters optical fiber 14 used for light delivery to probe 12.
Reduction of laser power leads to a decreased amount plasma produced and subsequently to decreased LIBS signal. High sensitivity detectors are used in spectrograph 22 to record the spectra from such weak LIBS events. Typically, a cooled CCD detector is used for spectrum recording. Careful timing of LIBS signal acquisition also helps to improve signal-to-noise ratio (SNR) in LIBS spectra. It is well established that the signal to noise ratio (SNR) can be greatly improved by time delayed collection of LIBS signals. In this approach there is a time delay between the onset of plasma plume formation and the beginning of spectrum a cquisition. The delay typically ranges from several hundreds of nanoseconds to several microseconds depending on the type of laser used for generating plasma 42. During the delay time, initially the hot plasma 42 cools down, and the continuous spectral background due to Bremsstrahlung processes is significantly reduced. This background would typically mask weaker atomic and molecular emissions which are present in the emission spectrum on later stages of plasma plume development.
The delay is typically realized in hardware by using gated intensified CCD detectors or sufficiently fast gateable CCD detectors. In both cases the detector timing is synchronized with that of the laser pulse as illustrated in FIG. 1.
It is possible that probe will become contaminated by the constituents from plasma plume 42 during the instrument operation. Probe contamination may reduce light transmission efficiency of probe 12 and introduce artifacts in the chemical analysis. In one embodiment probe 12 can be cleaned by retracting probe 12 from sample 10 and then delivering a train of high power laser pulses through probe 12. Such pulses remove the contaminants from probe 12 and effectively clean probe 12.
Consider now a comparison of focused beam and fiber probe LIBS signals. A necessary test for the SPPA concept is to demonstrate that laser pulses delivered to sample 10 through a tapered fiber optic probe 12 in position feedback can produce usable signals without damaging probe 12. To compare LIBS and SPPA we have used a specimen of Murchison meteorite as a test sample. This meteorite which fell at Murchison, 80 km north of Melbourne, on the Sep. 29, 1969, is widely studied and its composition is well known. The majority of this carbonaceous meteorite is composed of iron, silicon and magnesium oxides with inclusions of aluminum, sodium and potassium oxides as well as organic molecules including amino-acids.
LIBS spectra of the Murchison meteorite characterize the local chemical composition of the sample.
In order to investigate a material with known chemical composition and different chemical phases, a sample of basaltic rock was also prepared. Basaltic rock is a metamorphic rock which is highly inhomogeneous with feature size ranging from tens of microns down to a fraction of a micron. Major phases and their chemical composition of a typical basalt are listed in Table 1.
TABLE 1 | ||
Composition of Basaltic Rock | ||
Phase | Chemical Composition | |
Olivine | (Mg0.9++Fe0.1++)2SiO4 | |
Plagioclase Feldspar | (Ca1-xNax)Al2+xSi2+xO8 | |
Magnetite | Fe3O4 | |
Pyroxene | Ca(Mg,Fe)Si2O6 | |
Glass | 60-70% silica with MgO, FeO and | |
others | ||
Titanium containing phase | TiO | |
A chip was broken off the bulk rock and polished with a progression of abrasive materials down to 1 micron finish. At this roughness the surface has a mirror look. When observed in a reflective light microscope, a variety of regions with different grayscale shades are observed. Reflective microscopy is commonly used in mineralogy, and it is known that each grayscale shade corresponds to a chemically different phase.
After polishing, the chip was glued on a small magnetic disk and placed on the SPPA scanner of the invention as shown in FIG. 1. Examples of topographical scans are shown in
After topographical analysis, chemical analysis of the same sample performed.
As was discussed above, the SPPA method is inherently destructive. The topological spot which is measured and selected is later vaporized in part by the laser pulse. Pulsed laser radiation delivered to sample 10 through probe 12 creates craters in the sampling area and changes microtopography. High laser powers generate bright plasmas which are easier to analyze, however the amount of damage is unacceptably high.
The challenge is to minimize such damage while still producing a sufficiently high optical signal. Reduction of laser power per pulse leads to reduced crater size, as demonstrated in
Many alterations and modifications may be made by those having ordinary skill in the art without departing from the spirit and scope of the invention. Therefore, it must be understood that the illustrated embodiment has been set forth only for the purposes of example and that it should not be taken as limiting the invention as defined by the following claims. For example, notwithstanding the fact that the elements of a claim are set forth below in a certain combination, it must be expressly understood that the invention includes other combinations of fewer, more or different elements, which are disclosed in above even when not initially claimed in such combinations.
The words used in this specification to describe the invention and its various embodiments are to be understood not only in the sense of their commonly defined meanings, but to include by special definition in this specification structure, material or acts beyond the scope of the commonly defined meanings. Thus if an element can be understood in the context of this specification as including more than one meaning, then its use in a claim must be understood as being generic to all possible meanings supported by the specification and by the word itself.
The definitions of the words or elements of the following claims are, therefore, defined in this specification to include not only the combination of elements which are literally set forth, but all equivalent structure, material or acts for performing substantially the same function in substantially the same way to obtain substantially the same result. In this sense it is therefore contemplated that an equivalent substitution of two or more elements may be made for any one of the elements in the claims below or that a single element may be substituted for two or more elements in a claim. Although elements may be described above as acting in certain combinations and even initially claimed as such, it is to be expressly understood that one or more elements from a claimed combination can in some cases be excised from the combination and that the claimed combination may be directed to a subcombination or variation of a subcombination.
Insubstantial changes from the claimed subject matter as viewed by a person with ordinary skill in the art, now known or later devised, are expressly contemplated as being equivalently within the scope of the claims. Therefore, obvious substitutions now or later known to one with ordinary skill in the art are defined to be within the scope of the defined elements.
The claims are thus to be understood to include what is specifically illustrated and described above, what is conceptionally equivalent, what can be obviously substituted and also what essentially incorporates the essential idea of the invention.
Kossakovski, Dmitri A., Baldeschwieler, John D., Beauchamp, Jesse L.
Patent | Priority | Assignee | Title |
10070661, | Sep 24 2015 | FRITO-LAY NORTH AMERICA, INC | Feedback control of food texture system and method |
10107785, | Sep 24 2015 | FRITO-LAY NORTH AMERICA, INC | Quantitative liquid texture measurement apparatus and method |
10598648, | Sep 24 2015 | Frito-Lay North America, Inc.; FRITO-LAY NORTH AMERICA, INC | Quantitative texture measurement apparatus and method |
10791753, | Sep 24 2015 | Frito-Lay North America, Inc. | Feedback control of food texture system and method |
10969316, | Sep 24 2015 | FRITO-LAY NORTH AMERICA, INC | Quantitative in-situ texture measurement apparatus and method |
11145497, | Jun 07 2016 | Micromass UK Limited | Combined optical and mass spectral tissue identification probe |
11243190, | Sep 24 2015 | Frito-Lay North America, Inc. | Quantitative liquid texture measurement method |
6545240, | Feb 16 1996 | Huron Valley Steel Corporation | Metal scrap sorting system |
6789040, | Aug 22 2000 | Affymetrix, Inc. | System, method, and computer software product for specifying a scanning area of a substrate |
6795179, | Feb 16 1996 | Huron Valley Steel Corporation | Metal scrap sorting system |
6850323, | Feb 05 2001 | National Aeronautics and Space Administration | Locally enhanced raman spectroscopy with an atomic force microscope |
7095822, | Jul 28 2004 | CARL ZEISS X-RAY MICROSCOPY, INC | Near-field X-ray fluorescence microprobe |
7391508, | Jul 20 2005 | Thermo Niton Analyzers LLC | Arc/spark optical emission spectroscopy correlated with spark location |
7442922, | Jul 24 2002 | JPK Instruments AG | Method for locally highly resolved, mass-spectroscopic characterization of surfaces using scanning probe technology |
7663749, | Oct 04 2007 | INSTITUT NATIONAL D OPTIQUE | Method and system to measure the concentration of constituent elements in an inhomogeneous material using LIBS |
7735146, | Jan 27 2005 | GEORGE WASHINGTON UNIVERSITY, THE | Protein microscope |
7992098, | Aug 22 2000 | Affymetrix, Inc. | System, method, and computer software product for linked window interfaces |
8156568, | Apr 27 2007 | Picocal, Inc | Hybrid contact mode scanning cantilever system |
8286260, | Jan 27 2005 | The George Washington University | Protein microscope |
8974180, | Nov 17 2011 | General Electric Company | System and method for estimating operating temperature of turbo machinery |
9541537, | Sep 24 2015 | FRITO-LAY NORTH AMERICA, INC | Quantitative texture measurement apparatus and method |
9678015, | Sep 26 2014 | Applied Spectra, Inc | Method for elemental analysis of a snack food product in a dynamic production line |
9785851, | Jun 30 2016 | Huron Valley Steel Corporation | Scrap sorting system |
9997325, | Jul 17 2008 | VERITY INSTRUMENTS, INC | Electron beam exciter for use in chemical analysis in processing systems |
Patent | Priority | Assignee | Title |
5479024, | Aug 11 1994 | Regents of the University of California, The | Method and apparatus for performing near-field optical microscopy |
6002471, | Nov 04 1996 | California Institute of Technology | High resolution scanning raman microscope |
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